Design: Blocked RCT, with 2 levels, and randomization done at level 1 (individual level).
Models: Constant treatment effects, fixed treatment effects, and random treatment effects.
Default parameters:
Parameters by model type:
Assumptions:
\(\bar{n}\) = 100
\(\bar{n}\) = 75
\(R^2_1 =\) 0.6, 0.6, 0.6
\(R^2_2 =\) 0.6, 0.6, 0.6
\(R^2_1 =\) 0, 0, 0 \(R^2_2 =\) 0, 0, 0
\(\rho =\) 0.2
\(\rho =\) 0.8
ATE (ES) = 0.125, 0, 0
\(\text{ICC}_2\) = 0.7, 0.7, 0.7
\(\text{ICC}_2\) = 0, 0, 0
\(\omega_2\) = 0.8
\(\omega_2\) = 0
\(\kappa\) = 0.4
##
##
## +------------+---------------+---------------+-------------+
## | MTP | Adjusted MDES | D1indiv Power | Target MDES |
## +============+===============+===============+=============+
## | rawp | 0.106 | 0.675 | 0.125 |
## +------------+---------------+---------------+-------------+
## | Bonferroni | 0.125 | 0.675 | 0.125 |
## +------------+---------------+---------------+-------------+
## | BH | 0.124 | 0.777 | 0.125 |
## +------------+---------------+---------------+-------------+
## | Holm | 0.125 | 0.754 | 0.125 |
## +------------+---------------+---------------+-------------+
##
## Table: d2.1_m2fc
##
##
## +------------+---------------+---------------+-------------+
## | MTP | Adjusted MDES | D1indiv Power | Target MDES |
## +============+===============+===============+=============+
## | rawp | 0.105 | 0.669 | 0.125 |
## +------------+---------------+---------------+-------------+
## | Bonferroni | 0.124 | 0.669 | 0.125 |
## +------------+---------------+---------------+-------------+
## | BH | 0.125 | 0.781 | 0.125 |
## +------------+---------------+---------------+-------------+
## | Holm | 0.126 | 0.759 | 0.125 |
## +------------+---------------+---------------+-------------+
##
## Table: d2.1_m2ff
##
##
## +------------+---------------+---------------+-------------+
## | MTP | Adjusted MDES | D1indiv Power | Target MDES |
## +============+===============+===============+=============+
## | rawp | 0.1 | 0.468 | 0.125 |
## +------------+---------------+---------------+-------------+
## | Bonferroni | 0.125 | 0.468 | 0.125 |
## +------------+---------------+---------------+-------------+
## | BH | 0.124 | 0.581 | 0.125 |
## +------------+---------------+---------------+-------------+
## | Holm | 0.124 | 0.54 | 0.125 |
## +------------+---------------+---------------+-------------+
##
## Table: d2.1_m2fr
##
##
## +------+-------------+-------------+---------------+
## | MTP | Sample type | Sample size | D1indiv power |
## +======+=============+=============+===============+
## | BH | J | 30 | 0.767 |
## +------+-------------+-------------+---------------+
## | Holm | J | 30 | 0.749 |
## +------+-------------+-------------+---------------+
##
## Table: d2.1_m2fc
##
##
## +------+-------------+-------------+---------------+
## | MTP | Sample type | Sample size | D1indiv power |
## +======+=============+=============+===============+
## | BH | nbar | 49 | 0.772 |
## +------+-------------+-------------+---------------+
## | Holm | nbar | 51 | 0.754 |
## +------+-------------+-------------+---------------+
##
## Table: d2.1_m2fc
##
##
## +------+-------------+-------------+---------------+
## | MTP | Sample type | Sample size | D1indiv power |
## +======+=============+=============+===============+
## | BH | J | 30 | 0.777 |
## +------+-------------+-------------+---------------+
## | Holm | J | 31 | 0.759 |
## +------+-------------+-------------+---------------+
##
## Table: d2.1_m2ff
##
##
## +------+-------------+-------------+---------------+
## | MTP | Sample type | Sample size | D1indiv power |
## +======+=============+=============+===============+
## | BH | nbar | 50 | 0.778 |
## +------+-------------+-------------+---------------+
## | Holm | nbar | 51 | 0.754 |
## +------+-------------+-------------+---------------+
##
## Table: d2.1_m2ff
##
##
## +------+-------------+-------------+---------------+
## | MTP | Sample type | Sample size | D1indiv power |
## +======+=============+=============+===============+
## | BH | J | 30 | 0.578 |
## +------+-------------+-------------+---------------+
## | Holm | J | 31 | 0.544 |
## +------+-------------+-------------+---------------+
##
## Table: d2.1_m2fr
##
##
## +------+-------------+-------------+---------------+
## | MTP | Sample type | Sample size | D1indiv power |
## +======+=============+=============+===============+
## | BH | J | 30 | 0.578 |
## +------+-------------+-------------+---------------+
## | Holm | J | 31 | 0.544 |
## +------+-------------+-------------+---------------+
##
## Table: d2.1_m2fr